Question 3 Part X
Initial Random Gradient for versicolor and virginica
Final Boundary: y=0.1613218765273572*x+0.91922827201379
2.53.03.54.04.55.05.56.06.57.07.5petal_length0.81.01.21.41.61.82.02.22.42.6petal_widthversicolor_identifiedvirginica_misclassified
Question 3 Part X
Halfway Through Gradient Decent for versicolor and virginica
2.53.03.54.04.55.05.56.06.57.07.5petal_length0.81.01.21.41.61.82.02.22.42.6petal_widthversicolor_identifiedversicolor_misclassifiedvirginica_identifiedvirginica_misclassified
Question 3 Part X
Midway Through Gradient Decent Error History for versicolor and virginica
-50005001,0001,5002,0002,5003,0003,5004,0004,5005,0005,5006,0006,500iteration0.00.20.40.60.81.01.21.41.61.82.02.22.42.62.83.0error2.74911561169681432.33570032187546372.0029423473355241.73510087147918761.51950700470981581.34596427706552931.2062661287769821.09380756581175791.00327260347029610.93038270748161480.87169432852350650.82443594925281530.78637693271174060.7557219658562020.73102610314478560.71112638994687430.69508683010593770.68215409345568090.67172186731449850.66330216502730450.65650223383980370.6510059693575490.64655895709922680.64295643329216760.64003359520016970.63765780245650160.63572230035959940.63414116811013840.63284525293386120.63177889768788350.63089730709680030.63016442798565890.62955124319982890.62903439847796640.62859509730002620.62821821141316670.62789156494455380.62760535822440120.62735170405384620.62712425447329310.62691790036944120.62672852970603830.62655283293753990.626388146397610.62623232625141820.62608364704700150.62594072006501030.62580242760306130.62566787008493750.62553632349179060.62540720510093250.62528004591092980.62515446844813350.62503016890441050.62490690276081940.62478447321692280.62466272187820060.6245415212608720.6244207687594580.62430038179161010.62418029389046380.62406045155959040.62394081174173110.62382133978151990.62370200778579910.62358279330392960.62346367826564430.62334464812619110.62322569117830410.62310679799844860.62298796100113820.62286917408022380.62275043232019370.62263173176381190.62251306922510560.62239444213884620.62227584843940690.62215728646326580.62203875487052840.62192025258177170.62180177872721180.6216833326057910.62156491365225080.62144652141062870.6213281555129290.62120981566195650.62109150161749880.62097321318520650.62085495020764160.62073671255707560.62061850012969160.62050031284091680.62038215062166920.62026401341533130.62014590117532280.62002781386313610.61990975144676610.61979171389943870.61967370119859010.6195557133250470.61943775026236430.61931981199629160.61920189851434780.61908400980547280.61896614585975380.6188483066681980.6187304922225570.61861270251517860.61849493753889270.61837719728691660.61825948175277960.61814179093026130.61802412481334620.617906483396180.61778886667304180.61767127463831420.61755370728646830.61743616461204320.61731864660963280.61720115327387750.6170836845994540.61696624058106930.61684882121345120.61673142649135250.61661405640953730.61649671096278470.61637939014588440.61626209395363510.61614482238084180.61602757542231790.61591035307287920.61579315532734750.61567598218054760.61555883362730810.615441709662460.61532461028083660.61520753547727390.61509048524660930.61497345958368230.61485645848333390.61473948194040650.61462252994974560.61450560250619480.61438869960460190.61427182123981530.61415496740668330.6140381381000570.61392133331478820.61380455304573020.6136877972877360.61357106603566080.61345435928436140.61333767702869530.61322101926352020.61310438598369720.61298777718408560.6128711928595470.61275463300494550.6126380976151440.61252158668500830.61240510020940420.61228863818319860.61217220060126020.61205578745845830.61193939874966330.61182303446974680.61170669461358080.61159037917604020.6114740881519990.61135782153633270.61124157932391850.61112536150963490.61100916808836050.61089299905497550.61077685440436120.61066073413139990.61054463823097450.610428566697970.61031251952727210.61019649671376630.61008049825234110.60996452413788560.60984857436528870.60973264892944190.60961674782523670.60950087104756650.60938501859132480.60926919045140730.60915338662271050.60903760710013120.60892185187856830.608806120952920.60869041431808850.60857473196897390.60845907390047990.60834344010750980.60822783058496840.60811224532776230.60799668433079690.60788114758898150.6077656350972250.60765014685043670.60753468284352860.60741924307141250.60730382752900260.6071884362112130.60707306911295860.60695772622915570.60684240755472310.60672711308457860.60661184281364230.6064965967368350.60638137484907860.60626617714529620.60615100362041150.60603585426934930.60592072908703680.60580562806840010.60569055120836790.60557549850186950.60546046994383550.60534546552919750.60523048525288730.60511552910983960.60500059709498790.60488568920326850.60477080542961790.60465594576897440.60454111021627670.60442629876646460.60431151141447980.60419674815526340.60408200898375910.6039672938949110.60385260288366490.6037379359449660.60362329307376240.60350867426500320.60339407951363720.60327950881461470.60316496216288770.6030504395534090.60293594098113210.60282146644101220.60270701592800470.60259258943706730.60247818696315720.60236380850123360.60224945404625720.60213512359318870.60202081713699020.60190653467262460.60179227619505720.60167804169925310.60156383118017880.60144964463280130.60133548205208950.60122134343301360.60110722877054350.60099313805965080.60087907129530920.60076502847249170.60065100958617350.60053701463133110.60042304360294030.60030909649598040.60019517330542950.60008127402626840.59996739865347850.59985354718204130.5997397196069410.59962591592316140.599512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Question 3 Part X
Final State of Gradient Decent for versicolor and virginica
2.53.03.54.04.55.05.56.06.57.07.5petal_length0.81.01.21.41.61.82.02.22.42.6petal_widthversicolor_identifiedversicolor_misclassifiedvirginica_identifiedvirginica_misclassified
Question 3 Part X
Final State of Gradient Decent Error History for versicolor and virginica
-1,00001,0002,0003,0004,0005,0006,0007,0008,0009,00010,00011,00012,00013,000iteration-0.50.00.51.01.52.02.53.0error2.74911561169681432.33570032187546372.0029423473355241.73510087147918761.51950700470981581.34596427706552931.2062661287769821.09380756581175791.00327260347029610.93038270748161480.87169432852350650.82443594925281530.78637693271174060.7557219658562020.73102610314478560.71112638994687430.69508683010593770.68215409345568090.67172186731449850.66330216502730450.65650223383980370.6510059693575490.64655895709922680.64295643329216760.64003359520016970.63765780245650160.63572230035959940.63414116811013840.63284525293386120.63177889768788350.63089730709680030.63016442798565890.62955124319982890.62903439847796640.62859509730002620.62821821141316670.62789156494455380.62760535822440120.62735170405384620.62712425447329310.62691790036944120.62672852970603830.62655283293753990.626388146397610.62623232625141820.62608364704700150.62594072006501030.62580242760306130.62566787008493750.62553632349179060.62540720510093250.62528004591092980.62515446844813350.62503016890441050.62490690276081940.62478447321692280.62466272187820060.6245415212608720.6244207687594580.62430038179161010.62418029389046380.62406045155959040.62394081174173110.62382133978151990.62370200778579910.62358279330392960.62346367826564430.62334464812619110.62322569117830410.62310679799844860.62298796100113820.62286917408022380.62275043232019370.62263173176381190.62251306922510560.62239444213884620.62227584843940690.62215728646326580.62203875487052840.62192025258177170.62180177872721180.6216833326057910.62156491365225080.62144652141062870.6213281555129290.62120981566195650.62109150161749880.62097321318520650.62085495020764160.62073671255707560.62061850012969160.62050031284091680.62038215062166920.62026401341533130.62014590117532280.62002781386313610.61990975144676610.61979171389943870.61967370119859010.6195557133250470.61943775026236430.61931981199629160.61920189851434780.61908400980547280.61896614585975380.6188483066681980.6187304922225570.61861270251517860.61849493753889270.61837719728691660.61825948175277960.61814179093026130.61802412481334620.617906483396180.61778886667304180.61767127463831420.61755370728646830.61743616461204320.61731864660963280.61720115327387750.6170836845994540.61696624058106930.61684882121345120.61673142649135250.61661405640953730.61649671096278470.61637939014588440.61626209395363510.61614482238084180.61602757542231790.61591035307287920.61579315532734750.61567598218054760.61555883362730810.615441709662460.61532461028083660.61520753547727390.61509048524660930.61497345958368230.61485645848333390.61473948194040650.61462252994974560.61450560250619480.61438869960460190.61427182123981530.61415496740668330.6140381381000570.61392133331478820.61380455304573020.6136877972877360.61357106603566080.61345435928436140.61333767702869530.61322101926352020.61310438598369720.61298777718408560.6128711928595470.61275463300494550.6126380976151440.61252158668500830.61240510020940420.61228863818319860.61217220060126020.61205578745845830.61193939874966330.61182303446974680.61170669461358080.61159037917604020.6114740881519990.61135782153633270.61124157932391850.61112536150963490.61100916808836050.61089299905497550.61077685440436120.61066073413139990.61054463823097450.610428566697970.61031251952727210.61019649671376630.61008049825234110.60996452413788560.60984857436528870.60973264892944190.60961674782523670.60950087104756650.60938501859132480.60926919045140730.60915338662271050.60903760710013120.60892185187856830.608806120952920.60869041431808850.60857473196897390.60845907390047990.60834344010750980.60822783058496840.60811224532776230.60799668433079690.60788114758898150.6077656350972250.60765014685043670.60753468284352860.60741924307141250.60730382752900260.6071884362112130.60707306911295860.60695772622915570.60684240755472310.60672711308457860.60661184281364230.6064965967368350.60638137484907860.60626617714529620.60615100362041150.60603585426934930.60592072908703680.60580562806840010.60569055120836790.60557549850186950.60546046994383550.60534546552919750.60523048525288730.60511552910983960.60500059709498790.60488568920326850.60477080542961790.60465594576897440.60454111021627670.60442629876646460.60431151141447980.60419674815526340.60408200898375910.6039672938949110.60385260288366490.6037379359449660.60362329307376240.60350867426500320.60339407951363720.60327950881461470.60316496216288770.6030504395534090.60293594098113210.60282146644101220.60270701592800470.60259258943706730.60247818696315720.60236380850123360.60224945404625720.60213512359318870.60202081713699020.60190653467262460.60179227619505720.60167804169925310.60156383118017880.60144964463280130.60133548205208950.60122134343301360.60110722877054350.60099313805965080.60087907129530920.60076502847249170.60065100958617350.60053701463133110.60042304360294030.60030909649598040.60019517330542950.60008127402626840.59996739865347850.59985354718204130.5997397196069410.59962591592316140.5995121361256880.5993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